About Seetalabs
Everyone sells the sensor. Seetalabs sells the decision
Transformer owners already pay for laboratory reports and get back lists of numbers. RONIN by Seetalabs reads the reports you already receive and returns a decision you can check: which unit first, by when, and on which clause.
On record
- Registered
RONIN software, in the Italian public software registry since 2019.
- EU
Seetalabs® is a registered European trademark.
- EU servers
Your data stays in Europe, hosted in the EU under EU law.
- AI Act
Every result shows its method, inputs and reasoning: the transparency the EU AI Act asks for.

Trusted by
What RONIN is built on
A decision on critical equipment has to survive a second opinion
So every step of a RONIN reading can be checked, from the report to the clause.
The code of the samurai has a word for it, makoto, 誠: saying and doing coincide. A result states what it rests on, and that is the whole product.
- Starts from the report you already havePDF, spreadsheet or scan, reviewed before any calculation
- Names the method, edition and clauseIEEE C57.104-2019, IEC 60599:2022, IEC 60422:2024, IEEE C57.155-2014, CIGRE TB 771
- Signs every numberModel or standards, with the uncertainty band
- Follows each transformer over timeReal sample dates, an action plan by time window
- Ranks the fleet with the reason for each positionBy what the latest results say
- Issues reports anyone can checkA verification code and a QR on each Asset Health Report
RONIN ExpertIn development
Expert AI, not an LLM wrapper
Every number comes from the engine. A deterministic verifier blocks any sentence that does not match it. The language model is only the voice.
- Voice
GSU4 sits in zone T3, a thermal fault above 700 °C (IEEE C57.104-2019, Table 6). Index 37.2 ± 6.6, signed by the model.
- Verifier
zone T2, thermal fault 300 to 700 °Cblocked: the engine says T3zone T3, thermal fault above 700 °Cmatches the engine - Knowledge
IEEE C57.104-2019, Table 6 · CIGRE TB 771, §2.2 · verified page by page
- Engine
37.2 ± 6.6 · zone T3 · DGA Status 3
How the work is done
A small company behind a decision on critical equipment. Who answers for it?
One person answers for it, and every step of the work has a check you can see.
A 2026 way of working: one accountable founder and a crew of over twenty expert AI agents in five teams. Expert researchers, trained on the industry standards, create specialised sub-agents for each question. Each agent has one job, runs on its own, works on anonymised data, and its output is checked by something other than itself.
The foundersets the method, decides what ships and answers for itapproved
Research and knowledge
reads the new edition, clause by clause
readTransformer domain
decides what changes for mineral oil and esters
checkedEngineering
updates the rule, runs the tests
built and testedGo-to-market
writes the article, the release note, the SEO
publishedCustomer
tells each client what changed in their readings
clients informed
- Research and knowledge
- Expert researchers, trained on the industry standards
- Specialised sub-agents, created per question
- Source reviewers, page by page
- Verifier, in development
- Transformer domain
- Senior transformer manager
- Senior electrical engineer
- Transformer specialist
- Standardisation and compliance expert
- Product expert
- Engineering
- Backend
- Frontend
- ML and quantum computing
- Maintenance and debugging
- Webmaster
- Go-to-market
- Marketing
- SEO
- Graphic designer
- Inside sales
- Sales
- Customer
- Account manager
- Customer support
- Onboarding and training
- Billing and licensing

Founder-led · Turin, Italy
Independent by design
Seetalabs has no transformers, sensors or oil treatment to sell, so a reading has no interest to defend. The technology and its IP belong to the founder, Massimiliano Vurro, who has worked on standards and product compliance since 1999 and taught Industrial Standardisation and Engineering at Politecnico di Torino.
Work with RONIN
Service and oil treatment companies
Your recommendation, backed by an independent, clause-cited reading.
For service companiesTesting laboratories
Deliver a reasoned report, not a list of values.
For laboratoriesLicensing and integration
A method you can inspect, built to integrate.
For technology partners
Larger conversations about the technology and its IP are welcome. Write to the founder
Explore the guided demo





